Archives for AI hardware

10 Mar

How Neuromorphic Hardware Will Become The Best Place To Run Neural Networks

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image-3150

Hardware acceleration has taken centre stage at leading tech majors. For instance, Google’s TPU or NVIDIA’s DGX enable parallelism by providing faster interconnections between the accelerators. An average ImageNet resolution is 469 x 387 and it has been proven that by increasing the size of an input image, the final accuracy score of a classifier…

The post How Neuromorphic Hardware Will Become The Best Place To Run Neural Networks appeared first on Analytics India Magazine.

07 Feb

AI Hardware Gets A Fresh Boost With Spintronics

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image-2480

Any artificial intelligence application is heavy on computations and the hardware is power hungry. The way a machine learning model comes up with solutions can be mysterious, the intuition behind higher dimensionality can be not so obvious but the laws of thermodynamics are not so complicated — with work done, there is heat generated, and…

The post AI Hardware Gets A Fresh Boost With Spintronics appeared first on Analytics India Magazine.